This pilot clinical trial studies CPI-613 (6,8-bis[benzylthio]octanoic acid) in treating patients with relapsed or refractory small cell lung cancer. CPI-613 may interfere with the growth of tumor cells and may be an effective treatment for small cell lung cancer.